Update app.py

app.py

@@ -66,7 +66,6 @@ def hybrid_scale(dense, sparse, alpha):
         'values':  [v * (1 - alpha) for v in sparse['values']]
     }
     hdense = [v * alpha for v in dense]
-    
     return hdense, hsparse
 
 
@@ -78,9 +77,7 @@ def process_input(query, slider_value):
     pattern = r"(?=.*\b" + r"\b)(?=.*\b".join(map(re.escape, search_words)) + r"\b)"
     filtered_items = [item for item in item_list if re.search(pattern, item)]
     print(f"Filtered items: {filtered_items}")
-    # filtered_df = fashion.filter(lambda x: x['productDisplayName'] in filtered_items)
     filtered_df = fashion_df[fashion_df['productDisplayName'].isin(filtered_items)]
-    print(f"Length of filtered_df: {len(filtered_df)}")
     #####################
     try:
         slider_value = float(slider_value)
@@ -98,26 +95,12 @@ def process_input(query, slider_value):
         imgs = [images[int(r["id"])] for r in result["matches"]]
         matches = [x["metadata"]['productDisplayName'] for x in result["matches"]]
 
-        ##########################
-        print(f"1st matches: {matches}")
-        ##############################
-
-        ###########
-        # exact_match = filtered_df.filter(lambda x: x['productDisplayName'] == query)[0]['productDisplayName']
-        # exact_img = filtered_df.filter(lambda x: x['productDisplayName'] == query)[0]['image
-        
-        # exact_match = filtered_df.loc[filtered_df['productDisplayName']==query, 'productDisplayName'].iat[0]
-        # print(f"Exact match: {exact_match}")
-        # exact_img = filtered_df.loc[filtered_df['productDisplayName']==query, 'image'].iat[0]
-
+        ##########
         if query in filtered_items:
-            exact_match = filtered_df.loc[filtered_df['productDisplayName']==query, 'productDisplayName'].iat[0]
+            # exact_match = filtered_df.loc[filtered_df['productDisplayName']==query, 'productDisplayName'].iat[0]
             exact_img = filtered_df.loc[filtered_df['productDisplayName']==query, 'image'].iat[0]
             imgs.insert(0, exact_img)
-            matches.insert(0, exact_match)
-        # if exact_match:
-        #     imgs.insert(0, exact_img)
-        #     matches.insert(0, exact_match)
+            matches.insert(0, query)
         ##########
 
         print(f"No. of matching images: {len(imgs)}")
@@ -134,11 +117,8 @@ def update_textbox(choice):
 
 def text_process(search_string):
     search_words = search_string.title().split()
-
     pattern = r"(?=.*\b" + r"\b)(?=.*\b".join(map(re.escape, search_words)) + r"\b)"
-
     filtered_items = [item for item in item_list if re.search(pattern, item)]
-
     return gr.update(visible=True), gr.update(choices=filtered_items, value=filtered_items[0] if filtered_items else "")